Skip to main content

Detection of Biological CO2 and 1,3-Pentadiene Using Non-refrigerated Low-Cost MWIR Detectors

Abstract

The early detection of spoiling metabolic products in contaminated food is a very important tool to control quality. Some volatile compounds produce unpleasant odours at very low concentrations, making their early detection very challenging. This is the case of 1,3-pentadiene produced by microorganisms through decarboxylation of the preservative sorbate. In this work, we have developed a methodology to use the data produced by a low-cost, compact MWIR (Mid-Wave IR) spectrometry device without moving parts, which is based on a linear array of 128 elements of VPD PbSe coupled to a linear variable filter (LVF) working in the spectral range between 3 and 4.6 μm. This device is able to analyze food headspace gases through dedicated sample presentation setup. This methodology enables the detection of CO2 and the volatile compound 1,3-pentadiene, as compared to synthetic patrons. Data analysis is based on an automated multidimensional dynamic processing of the MWIR spectra. Principal component and discriminant analysis allow segregating between four yeast strains including producers and no producers. The segregation power is accounted as a measure of the discrimination quality.

This is a preview of subscription content, access via your institution.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

References

  • Casas E, Garrido MP, Quintana MA (1996) Spoilage of marzipan products by an osmotolerant yeast. Adv Food Sci 18:56–60

    CAS  Google Scholar 

  • Casas E, Valderrama MJ, Peinado JM (1999) Sorbate detoxification by spoilage yeasts isolated from marzipan products. Food Technol Biotechnol 37:87–91

    CAS  Google Scholar 

  • Casas E, de Ancos B, Valderrama MJ, Peinado JM (2004) Pentadiene production from potassium sorbate by osmotolerant yeasts. Int J Food Microbiol 94:93–96

    Article  CAS  Google Scholar 

  • Cetin AE, Akers DL (2011) Method, device and system for determining the presence of volatile organic and hazardous vapors using an infrared light source and infrared video imaging. U.S. Patent Application 13/581,315

  • Commission Regulation (EU) No 1129/2011 (2011) Amending annex II to regulation (EC) No 1333/2008 of the European parliament and of the council by establishing a union list of food additives. Off J Eur Union L 295 54: 1–177

  • Deák T (2008) Handbook of food spoilage yeasts, 2nd edn. CRC Press, Boca Ratón

    Google Scholar 

  • Erden F, Soyer EB, Toreyin BU, Cetin AE (2010) VOC gas leak detection using pyro-electric infrared sensors. In Acoustics Speech and Signal Processing (ICASSP), 2010 I.E. International Conference on. 1682-1685

  • Finol ML, Marth EH, Lindsay RC (1982) Depletion of sorbate from different media during growth of Penicillium species. J Food Prot 45:398–404

    CAS  Google Scholar 

  • Ghosh PK, Jayas DS (2009) Use of spectroscopic data for automation in food processing industry. Sens Instrumen Food Qual Saf 3:3–11

    Article  Google Scholar 

  • Gürbüz O (2011) Determination of trans-1,3-pentadiene in foods due to the presence of sorbic acid using SPME-GC-MS. Instrum Sci Technol 39:432–446

    Article  Google Scholar 

  • Karoui R, Downey G, Blecker C (2010) Mid-infrared spectroscopy coupled with chemometrics: a tool for the analysis of intact food systems and the exploration of their molecular structure−quality relationships—a review. Chem Rev 110:6144–6168

    Article  CAS  Google Scholar 

  • Liewen MB, Marth EH (1985) Growth of sorbate-resistant and -sensitive strains of Penicillium roqueforti in the presence of sorbate. J Food Prot 48:525–529

    CAS  Google Scholar 

  • Linares-Herrero R, Vergara G, Gutiérrez-Álvarez R, Fernández-Montojo C, Gómez LJ, Villamayor V, Balsadano-Ramírez A, Montojo MT (2012) Variable filter array spectrometer of VPD PbSe. Proc SPIE 8354, Thermosense: Thermal Infrared Applications XXXIV, 835412. doi:10.1117/12.919305

  • Linares-Herrero R, Vergara G, Gutiérrez-Álvarez R, Fernández-Montojo C, Gómez LJ, Villamayor V, Balsadano-Ramírez A, Montojo MT, Archilla V, Jiménez A, Mercader D, González A, Entero A (2013) Compact high-speed MWIR spectrometer applied to monitor CO2 exhaust dynamics from a turbojet engine. Proc SPIE 8705, Thermosense: Thermal Infrared Applications XXXV, 87050E. doi:10.1117/12.2015894

  • Loureiro V, Querol A (1999) The prevalence and control of spoilage yeasts in foods and beverages. Trends Food Sci Technol 10:356–365

    Article  CAS  Google Scholar 

  • Mann DA, Beuchat LR (2008) Combinations of antimycotics to inhibit the growth of molds capable of producing 1, 3-pentadiene. Food Microb 25:144–153

    Article  CAS  Google Scholar 

  • Marth EH, Capp CM, Hasenzahl L, Jackson HW, Hussong RV (1966) Degradation of potassium sorbate by Penicillium species. J Dairy Sci 49:1197–1205

    Article  CAS  Google Scholar 

  • Müller A, Faubert P, Hagen M, Zu Castell W, Polle A, Schnitzler JP, Rosenkranz M (2013) Volatile profiles of fungi–chemotyping of species and ecological functions. Fungal Genet Biol 54:25–33

    Article  Google Scholar 

  • Mulrooney J, Clifford J, Fitzpatrick C, Lewis E (2007) Detection of carbon dioxide emissions from a diesel engine using a mid-infrared optical fibre based sensor. Sensors Actuators A 136:104–110

    Article  CAS  Google Scholar 

  • Nieminen T, Neubauer P, Sivelä S, Vatamo S, Silfverberg P, Salkinoja-Salonen M (2008) Volatile compounds produced by fungi grown in strawberry jam. LWT Food Sci Technol 41:2051–2056

    Article  CAS  Google Scholar 

  • Pinches SE, Apps P (2007) Production in food of 1,3-pentadiene and styrene by Trichoderma species. Int J Food Microbiol 116:182–185

    Article  CAS  Google Scholar 

  • Plumridge A, Melin P, Stratford M, Novodvorska M, Shunburne L, Dyer PS, Roubos JA, Menke H, Stark J, Stam H, Archer DB (2010) The decarboxylation of the weak-acid preservative, sorbic acid, is encoded by linked genes in Aspergillus spp. Fungal Genet Biol 47:683–692

    Article  CAS  Google Scholar 

  • Ridgway K, Lalljie SP, Smith RM (2010) Analysis of food taints and off-flavours: a review. Food Addit Contam 27:146–168

    Article  CAS  Google Scholar 

  • Saxby MJ (1993) Food taints and off-flavours, 1st edn. Blackie Academic & Professional (Chapman and Hall), Glasgow

    Google Scholar 

  • Scharf T, Briand D, Bühler S, Manzardo O, Herzig HP, De Rooij NF (2009) Gas detection with a micro FTIR spectrometer in the MIR region. Procedia Chem 1:1379–1382

    Article  CAS  Google Scholar 

  • Sensidoni A, Rondinini G, Peressini D, Maifreni M, Bortolomeazzi R (1994) Presence of an off-flavour associated with the use of sorbates in cheese and margarine. Ital J Food Sci 6:237–242

    CAS  Google Scholar 

  • Sinelli N, Casiraghi E, Downey G (2008) Studies on proofing of yeasted bread dough using near-and mid-infrared spectroscopy. J Agric Food Chem 56:922–931

    Article  CAS  Google Scholar 

  • Stopforth JD, Sofos JN, Busta FF (2005) Sorbic acid and sorbates. In: Davidson PM, Sofos JN, Branen AL (eds) Antimicrobials in food. Taylor & Francis, New York, pp 49–75

    Google Scholar 

  • Stratford M (2006) Food and beverage spoilage yeast. In: Querol A, Fleet G (eds) The yeast handbook: yeast in food and beverages, vol 2. Springer-Verlag, Heidelberg, pp 335–379

    Chapter  Google Scholar 

  • Stratford M, Plumridge A, Archer DB (2007) Decarboxylation of sorbic acid by spoilage yeasts is associated with the PAD1 gene. Appl Environ Microbiol 73:6534–6542

    Article  CAS  Google Scholar 

  • Töreyin BU, Cetin AE (2008) Volatile organic compound plume detection using wavelet analysis of video. In Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on. 1836-1839

  • Wrent P, Rivas EM, Peinado JM, de Silóniz MI (2010) Strain typing of Zygosaccharomyces yeast species using a single molecular method based on polymorphism of the intergenic spacer region (IGS). Int J Food Microbiol 142:89–96

    Article  CAS  Google Scholar 

Download references

Acknowledgments

This work was funded by the project (GR3/14-910644) from Complutense University of Madrid and Santander-Hispano. Research by Eva María Rivas has been supported by a PICATA predoctoral fellowship of the Moncloa Campus of International Excellence (UCM-UPM). Research by María Maldonado has been supported by a PICATA technical support staff for scientific infrastructure of the Moncloa Campus of International Excellence (UCM-UPM). The authors want to thank Raúl Gutierrez Álvarez of New Infrared Technologies Ltd. for its help with the computer support.

Compliance with Ethical Standards

Conflict of Interest

Eva Mª Rivas declares that she has no conflict of interest. María Maldonado declares that she has no conflict of interest. Belén Diezma declares that she has no conflict of interest. Petra Wrent declares that she has no conflict of interest. José M. Peinado declares that he has no conflict of interest. María-Isabel de Silóniz declares that she has no conflict of interest. Germán Vergara declares that he has no conflict of interest. Javier García-Hierro declares that he has no conflict of interest. José Ignacio Robla declares that he has no conflict of interest. Pilar Barreiro declares that she has no conflict of interest.

Ethical Approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Informed Consent

Not applicable.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Eva-María Rivas.

Rights and permissions

Reprints and Permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rivas, EM., Maldonado, M., Diezma, B. et al. Detection of Biological CO2 and 1,3-Pentadiene Using Non-refrigerated Low-Cost MWIR Detectors. Food Anal. Methods 9, 1451–1460 (2016). https://doi.org/10.1007/s12161-015-0320-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12161-015-0320-6

Keywords